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Application of Fuzzy Factor Comparison Method for Evaluation of Key Performance Indicators Affecting Air Quality in India: A Decision Matrix Approach for Mitigating Anthropogenic Pollution Sources (Record no. 132552)
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| fixed length control field | 02432nam a22001337a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
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| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Janki Pandya |
| 245 ## - TITLE STATEMENT | |
| Title | Application of Fuzzy Factor Comparison Method for Evaluation of Key Performance Indicators Affecting Air Quality in India: A Decision Matrix Approach for Mitigating Anthropogenic Pollution Sources |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | p175–193 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. biblio.abstract | The fuzzy Factor-Comparison-Method (Fuzzy-FCM) is based on the Multi-Criteria-Decision-Making Method which is the paired type comparison method between Key-Performance- Indicators (KPIs) which are the factors affecting air quality in urban regions. This paper aims at the identification of important KPIsaffecting air quality of urban regions of India by using Fuzzy-FCM.Twelve KPIs out of a total of forty-four total identified KPIs have been shortlisted using the FCM technique. These KPIs belong to the six parameters like meteorological, natural, land useand landcover, urbanization, transportation and miscellaneous. Furthermore, the machine learning tool Random Forest (RF) has been applied to identify the weightage of the twelve KPIs in the urbanregion of India.The results indicate that the parameter with the highest impact is "latitude," followed by "population density" and "month of the year," with relative importance percentages of 100%, 96.9%, and 92.1%, respectively. This study also aims to manage high pollution days observed mostly in the Indo-Gangetic plain. As observed in Delhi during winter, the Air-Quality-Index (AQI) value increases to a huge extent thereby creating a hazardous condition which is tremendously harmful for the residents of Delhi. A decision matrix has been developed to find out the feasible option for anthropogenic causes which is responsible for abrupt increase of AQI. This can be mitigated through proper management of the harvested crops through in-situ crop management system. This novel approach shows a better method for managing air quality and will play a key role in creating a model to predict and understand the air quality of urban regions. |
| 654 ## - SUBJECT ADDED ENTRY--FACETED TOPICAL TERMS | |
| Subject | <a href="Air Pollution and Air Quality ">Air Pollution and Air Quality </a> |
| -- | <a href="Environmental Management ">Environmental Management </a> |
| -- | <a href="Five Factor Model ">Five Factor Model </a> |
| -- | <a href="Industrial Pollution Prevention ">Industrial Pollution Prevention </a> |
| -- | <a href="Multivariate Analysis ">Multivariate Analysis </a> |
| -- | <a href="Social Indicators">Social Indicators</a> |
| 773 0# - HOST ITEM ENTRY | |
| Host Biblionumber | 80299 |
| Host Itemnumber | 113444 |
| Place, publisher, and date of publication | Germany Springer Nature India Private limited |
| Title | Journal of the Institution of engineers (India): series A |
| International Standard Serial Number | 2250-2149 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Journal Article |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Location (home branch) | Sublocation or collection (holding branch) | Date acquired | Koha issues (times borrowed) | Piece designation (barcode) | Koha date last seen | Price effective from | Koha item type |
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| Dewey Decimal Classification | SNDT Juhu | SNDT Juhu | 22/08/2025 | JP866.13 | 22/08/2025 | 22/08/2025 | Journal Article |