Understanding the relationship between land use/land cover changes and air quality: A GIS-based fuzzy inference system approach

被引:0
|
作者
Zaid, Mohd [1 ]
Basu, D. [1 ]
机构
[1] Motilal Nehru Natl Inst Technol Allahabad, Dept Civil Engn, Prayagraj 211004, India
关键词
Air quality; LULC change; Correlation; Hotspot; Fuzzy inference system (FIS); URBAN HEAT-ISLAND; WATER-QUALITY; POLLUTION; VEGETATION; INFORMATION; POLLUTANTS; MANAGEMENT; IMPACTS; AREAS; INDEX;
D O I
10.1007/s10661-024-13267-w
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Air pollution is a global issue that demands urgent attention due to its detrimental effects on human health and the environment. Land Use and Land Cover (LULC) change is an essential factor that significantly impacts ambient air quality through alterations in emission sources, vegetation cover, natural processes, and urban design. This study investigates the spatio-temporal variation of key air pollutants resulting from urban LULC changes in the Delhi region. Findings reveal a notable increase in pollutant concentrations, particularly particulate matter, in 2019 (PM10: 318.65 +/- 45.80 mu g/m3) and 2023 (PM10: 383.70 +/- 61.49 mu g/m3), compared to 2008 (PM10: 246.76 +/- 30.66). LULC change analysis demonstrates a rise in built-up areas 24.59%(2008 to 2019), 33.62% (2008 to 2023) and a decline in vegetation cover 27.49% (2008 to 2019),32.37% (2008 to 2023). Correlation analysis indicates a positive correlation between PM10 and urban indices (+ 0.63) and a negative correlation between PM10 and vegetation indices (- 0.61), highlighting the impact of LULC on air quality deterioration. Subsequently, a fuzzy inference system model integrates LULC information to develop an air quality index (AQI). Incorporating LULC changes in AQI assessment offers a realistic approach to address the complexity arising from combined air pollutant effects, surpassing conventional AQI calculation methods. The findings underscore the significance of understanding the impact of Land Use and Land Cover (LULC) change on ambient air quality in formulating effective air quality management programs and policies. Integrating this knowledge into policymaking is crucial for the successful abatement of air pollution in urbanized areas.
引用
收藏
页数:29
相关论文
共 50 条
  • [1] GIS-based Approach to Analyse the Relationship between Land Units and Land Use in the Central Region of Portugal
    Quinta-Nova, Luis
    INZYNIERIA MINERALNA-JOURNAL OF THE POLISH MINERAL ENGINEERING SOCIETY, 2024, (01):
  • [2] Understanding the relationship between land use and land cover and malaria in Nepal
    Bhattarai, Shreejana
    Kolivras, Korine N.
    Ghimire, Kabita
    Shao, Yang
    GEOSPATIAL HEALTH, 2020, 15 (02) : 356 - 364
  • [3] 'RS' and 'GIS' based air quality atlas with integrated land use and land cover change analysis in India
    Navalgund, Lokeshwari
    Joshi, Keshava
    Srinikethan, Govindan
    Shet, Vinayaka B.
    Hosamane, Satish N.
    JOURNAL OF ENVIRONMENTAL ENGINEERING AND SCIENCE, 2021, 16 (03) : 138 - 144
  • [4] An integrated approach land suitability for agroecological zoning based on fuzzy inference system and GIS
    Jafar Nabati
    Ahmad Nezami
    Ehsan Neamatollahi
    Morteza Akbari
    Environment, Development and Sustainability, 2023, 25 : 2316 - 2338
  • [5] An integrated approach land suitability for agroecological zoning based on fuzzy inference system and GIS
    Nabati, Jafar
    Nezami, Ahmad
    Neamatollahi, Ehsan
    Akbari, Morteza
    ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, 2023, 25 (03) : 2316 - 2338
  • [6] GIS-BASED LAND-USE/LAND COVER CHANGE ANALYSIS: A CASE STUDY OF ZHYTOMYR REGION, UKRAINE
    Pyvovar, P. V.
    Topolnytskyi, P. P.
    Skydan, O. V.
    Yanchevskii, S. L.
    SPACE SCIENCE AND TECHNOLOGY-KOSMICNA NAUKA I TEHNOLOGIA, 2023, 29 (04): : 24 - 42
  • [7] The Land Use/Land Cover Changes in Three Gorges Reservoir Region Based on RS and GIS
    Wang Feng-xia
    Zhou Wan-cun
    ISISE 2008: INTERNATIONAL SYMPOSIUM ON INFORMATION SCIENCE AND ENGINEERING, VOL 2, 2008, : 525 - 530
  • [8] Investigation of relationship between land use/cover (LULC) and GIS-based bioclimatic comfort zones based on environmental climate parameters and bioclimatic indices
    Can Bülent Karakuş
    Demet Demiroğlu
    Arabian Journal of Geosciences, 2022, 15 (12)
  • [9] A national-scale GIS-based system for modelling impacts of land use on water quality
    Elliott, Alexander H.
    Semadeni-Davies, Annette F.
    Shankar, Ude
    Zeldis, John R.
    Wheeler, David M.
    Plew, David R.
    Rys, Gerald J.
    Harris, Simon R.
    ENVIRONMENTAL MODELLING & SOFTWARE, 2016, 86 : 131 - 144
  • [10] Spatial Analysis of Land Use and Land Cover Changes on the Basis of RS and GIS
    Yu, Mingyang
    Meng, Fei
    Cui, Jian
    ADVANCES IN CIVIL ENGINEERING, PTS 1-4, 2011, 90-93 : 1711 - 1714