TY - JOUR
T1 - Spatio-temporal variation of ambient particulate matter (PM10 and PM2.5) in Punjab
T2 - role of stubble burning and meteorological factors
AU - Asif, Mohammad
AU - Bhatti, Manpreet Singh
AU - Prabhu, Vignesh
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer Nature Switzerland AG 2024.
PY - 2025/2
Y1 - 2025/2
N2 - Crop residue burning is a major source of air pollution, releasing large amounts of particulate matter and greenhouse gases, worsening air quality. The impact of rice crop residue burning and meteorology conditions were examined on spatial and temporal variation of particulate matter during pre-stubble burning, stubble burning and post stubble burning periods over the state of Punjab. PM2.5 levels were below national ambient air quality standards (NAAQS) during pre-stubble burning but increased significantly during the stubble burning period exceeding NAAQS of 60 µg/m3. Percentage change shows that PM2.5 increase of (252%) was maximum at Bathinda and minimal for Mandi-Gobindgarh (92%) during stubble burning compared to the pre-stubble burning period. Similarly, PM10 shows a percentage increase of 62–115%. PM2.5/PM10 ratio differed significantly between low stubble burning period (0.38) as compared to high stubble-burning period (0.57). Spatiotemporal variation showed Bathinda with maximum PM2.5 concentration was hotspot during stubble burning period out of seven major cities of Punjab. Spatial distribution maps using inverse distance weighting analysis showed significantly higher RMSE during stubble burning period. Multiple linear regression analysis gave significant (p ≤ 0.05) relationship between planetary boundary layer height and temperature with PM2.5 during October–December 2023 period as most significant meteorological parameters associated with accumulation of particulate of particulate matter in the ambient air.
AB - Crop residue burning is a major source of air pollution, releasing large amounts of particulate matter and greenhouse gases, worsening air quality. The impact of rice crop residue burning and meteorology conditions were examined on spatial and temporal variation of particulate matter during pre-stubble burning, stubble burning and post stubble burning periods over the state of Punjab. PM2.5 levels were below national ambient air quality standards (NAAQS) during pre-stubble burning but increased significantly during the stubble burning period exceeding NAAQS of 60 µg/m3. Percentage change shows that PM2.5 increase of (252%) was maximum at Bathinda and minimal for Mandi-Gobindgarh (92%) during stubble burning compared to the pre-stubble burning period. Similarly, PM10 shows a percentage increase of 62–115%. PM2.5/PM10 ratio differed significantly between low stubble burning period (0.38) as compared to high stubble-burning period (0.57). Spatiotemporal variation showed Bathinda with maximum PM2.5 concentration was hotspot during stubble burning period out of seven major cities of Punjab. Spatial distribution maps using inverse distance weighting analysis showed significantly higher RMSE during stubble burning period. Multiple linear regression analysis gave significant (p ≤ 0.05) relationship between planetary boundary layer height and temperature with PM2.5 during October–December 2023 period as most significant meteorological parameters associated with accumulation of particulate of particulate matter in the ambient air.
KW - Ambient air quality
KW - Concentration weighted trajectory (CWT)
KW - Crop residue burning
KW - Inverse distance weighting (IDW)
KW - Multiple linear regression (MLR)
KW - Planetary boundary layer height (PBLH)
KW - PM
KW - PM
UR - https://www.scopus.com/pages/publications/85212793977
U2 - 10.1007/s40808-024-02234-6
DO - 10.1007/s40808-024-02234-6
M3 - Article
AN - SCOPUS:85212793977
SN - 2363-6203
VL - 11
JO - Modeling Earth Systems and Environment
JF - Modeling Earth Systems and Environment
IS - 1
M1 - 12
ER -