Spatiotemporal Evolution of Anthropogenic Emissions and Their Impact on Air Pollution in Guangdong Province from 2006 to 2020

Jingjie Li, Keyu Zhu, Cheng Chen, Zhijiong Huang (), Yinyan Huang, Qinge Sha, Manni Zhu, Haoqi Chen and Junyu Zheng
Additional contact information
Jingjie Li: College of Environment and Climate, Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China
Keyu Zhu: College of Environment and Climate, Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China
Cheng Chen: College of Environment and Climate, Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China
Zhijiong Huang: College of Environment and Climate, Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China
Yinyan Huang: College of Environment and Climate, Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China
Qinge Sha: College of Environment and Climate, Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China
Manni Zhu: College of Environment and Climate, Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China
Haoqi Chen: College of Environment and Climate, Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China
Junyu Zheng: Sustainable Energy and Environmental Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511458, China

Sustainability, 2025, vol. 17, issue 11, 1-23

Abstract: Air quality in Guangdong Province has improved in recent years, but progress varies across different provincial sub-regions, particularly between Pearl River Delta (PRD) and non-PRD (NPRD) regions. To unveil possible causes of this, this study established a high-resolution gridded emission inventory for Guangdong (2006–2020) by integrating multi-year Point of Interest (POI) data and road network information. The spatiotemporal evolutions of anthropogenic sulfur dioxide (SO 2 ), nitrous oxide (NO X ), and particulate matter (PM 10 and PM 2.5 ) emissions were analyzed, with a focus on their impacts on PM 2.5 pollution using the CMAQ model. Spatial shifts in emission sources were quantified using spatial statistical methods, including the average nearest neighbor index (ANNI), kernel density analysis (KDA), standard deviational ellipse (SDE), and mean center (MC). From 2006 to 2020, emissions decreased significantly for SO 2 (88%), NO X (26%), PM 10 (64%), and PM 2.5 (68%). Emission hotspots shifted toward NPRD regions, driven by stricter environmental policies and industrial restructuring, lowering PRD-to-NPRD emission ratios for SO 2 (from 1.25 to 0.87), NO X (1.67–1.51), and PM 10 (0.94–0.89). The spatial evolution of emissions varied across sources. For example, the emission share of industrial sources in the PRD declined despite an increase in enterprises, whereas vehicle emissions remained concentrated in the PRD. CMAQ modeling results revealed that overall emission reductions from 2012 to 2020 lowered provincial PM 2.5 concentrations by 9.2–10.5 μg/m 3 . Accounting for spatial evolution further enhanced PM 2.5 reductions in the PRD by 1.4 μg/m 3 (April) and 1.1 μg/m 3 (October). Conversely, PM 2.5 improvements in NPRD regions weakened, with reductions declining by 0.2–3.2 μg/m 3 (April) and 0.1–1.4 μg/m 3 (October). These findings provide guidance for formulating region-specific strategies, aiming for more equitable air quality improvements across Guangdong.

Keywords: Guangdong Province; trend inventory; Point of Interest (POI) data; spatial evolution; emission relocations; Community Multiscale Air Quality Modeling System (CMAQ) (search for similar items in EconPapers)
JEL-codes: O13 Q Q0 Q2 Q3 Q5 Q56 (search for similar items in EconPapers)
Date: 2025
References: View references in EconPapers View complete reference list from CitEc
Citations:

Downloads: (external link)
https://www.mdpi.com/2071-1050/17/11/4844/pdf (application/pdf)
https://www.mdpi.com/2071-1050/17/11/4844/ (text/html)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:gam:jsusta:v:17:y:2025:i:11:p:4844-:d:1663981

Access Statistics for this article

Sustainability is currently edited by Ms. Alexandra Wu

More articles in Sustainability from MDPI
Bibliographic data for series maintained by MDPI Indexing Manager ().