Optimal design of air quality monitoring networks: A systematic review

The optimal design of air quality monitoring network draws significant attention due to the severity associated with air pollution and constraints involved with the installation and maintenance of monitoring stations. Studies in this context, has evolved over time from statistical and geospatial des...

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Veröffentlicht in:	Stochastic environmental research and risk assessment Jg. 36; H. 10; S. 2963 - 2978
Hauptverfasser:	Verghese, Sheelu, Nema, Arvind K.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Berlin/Heidelberg Springer Berlin Heidelberg 01.10.2022 Springer Nature B.V
Schlagworte:	Air monitoring Air pollution Air quality Aquatic Pollution Chemistry and Earth Sciences Computational Intelligence Computer Science Data analysis Design Design optimization Design techniques Digital Object Identifier Earth and Environmental Science Earth Sciences Environment Environmental monitoring Environmental research Genetic algorithms Heuristic Heuristic methods Indoor air quality Keywords Literature reviews Math. Appl. in Environmental Science Objectives Outdoor air quality Physics Pollutant analysis Pollutants Pollution monitoring Probability Theory and Stochastic Processes Quality management Questionnaires Research design Review Paper Risk assessment Statistics for Engineering Systematic review Waste Water Technology Water Management Water Pollution Control Water quality Literature review Objective criteria Monitoring network design Evolutionary algorithm Optimisation methods
ISSN:	1436-3240, 1436-3259
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Abstract	The optimal design of air quality monitoring network draws significant attention due to the severity associated with air pollution and constraints involved with the installation and maintenance of monitoring stations. Studies in this context, has evolved over time from statistical and geospatial design methods to heuristic and evolutionary techniques. In the past few decades multi objective, multi pollutant analysis has replaced consideration of single monitoring objective or placement of stations at pollution hot-spots. This comprehensive study provides a systematic literature review of the relevant conventional and contemporary approaches in this field based on a survey of 77 published works. This paper presents an overview of the design techniques applied by the studies in the last four decades and highlight major drawbacks and advantages. It concludes by identifying the knowledge gaps, the regional divide in the application of the modern techniques and its future scope.
AbstractList	The optimal design of air quality monitoring network draws significant attention due to the severity associated with air pollution and constraints involved with the installation and maintenance of monitoring stations. Studies in this context, has evolved over time from statistical and geospatial design methods to heuristic and evolutionary techniques. In the past few decades multi objective, multi pollutant analysis has replaced consideration of single monitoring objective or placement of stations at pollution hot-spots. This comprehensive study provides a systematic literature review of the relevant conventional and contemporary approaches in this field based on a survey of 77 published works. This paper presents an overview of the design techniques applied by the studies in the last four decades and highlight major drawbacks and advantages. It concludes by identifying the knowledge gaps, the regional divide in the application of the modern techniques and its future scope.
Author	Nema, Arvind K. Verghese, Sheelu
Author_xml	– sequence: 1 givenname: Sheelu orcidid: 0000-0002-3489-0764 surname: Verghese fullname: Verghese, Sheelu email: Sheelu.Verghese@civil.iitd.ac.in organization: Department of Civil Engineering, Indian Institute of Technology Delhi – sequence: 2 givenname: Arvind K. surname: Nema fullname: Nema, Arvind K. organization: Department of Civil Engineering, Indian Institute of Technology Delhi
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Copyright	The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022 The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022.
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Snippet	The optimal design of air quality monitoring network draws significant attention due to the severity associated with air pollution and constraints involved...
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SubjectTerms	Air monitoring Air pollution Air quality Aquatic Pollution Chemistry and Earth Sciences Computational Intelligence Computer Science Data analysis Design Design optimization Design techniques Digital Object Identifier Earth and Environmental Science Earth Sciences Environment Environmental monitoring Environmental research Genetic algorithms Heuristic Heuristic methods Indoor air quality Keywords Literature reviews Math. Appl. in Environmental Science Objectives Outdoor air quality Physics Pollutant analysis Pollutants Pollution monitoring Probability Theory and Stochastic Processes Quality management Questionnaires Research design Review Paper Risk assessment Statistics for Engineering Systematic review Waste Water Technology Water Management Water Pollution Control Water quality
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Title	Optimal design of air quality monitoring networks: A systematic review
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