The spatiotemporal pattern of surface ozone and its impact on agricultural productivity in China

被引:2
作者
Chen, Xiaoguang [1 ]
Gao, Jing [1 ]
Chen, Luoye [2 ]
Khanna, Madhu [3 ]
Gong, Binlei [4 ,5 ]
Auffhammer, Maximilian [6 ,7 ]
机构
[1] Southwestern Univ Finance & Econ, Res Inst Econ & Management, Chengdu 610074, Peoples R China
[2] Hong Kong Univ Sci & Technol Guangzhou, Carbon Neutral & Climate Change Thrust, Soc Hub, Guangzhou 511453, Peoples R China
[3] Univ Illinois, Dept Agr & Consumer Econ, Urbana, IL 61801 USA
[4] Zhejiang Univ, China Acad Rural Dev CARD, Hangzhou 310025, Peoples R China
[5] Zhejiang Univ, Sch Publ Affairs, Hangzhou 310025, Peoples R China
[6] Univ Calif Berkeley, Dept Agr & Resource Econ, Berkeley, CA 94720 USA
[7] Natl Bur Econ Res, Cambridge, MA 02138 USA
来源
PNAS NEXUS | 2023年 / 3卷 / 01期
基金
中国国家自然科学基金;
关键词
air pollution; satellite-based O-3 estimation; agricultural productivity; China; SEA CO2 FLUXES; OCEAN ACIDIFICATION; INTERANNUAL VARIABILITY; CARBON-DIOXIDE; DIEL CYCLES; PCO(2); EQUATORIAL; LIDAR; SUBSURFACE; COASTAL;
D O I
10.1093/pnasnexus/pgad435
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The slowing of agricultural productivity growth globally over the past two decades has brought a new urgency to detect its drivers and potential solutions. We show that air pollution, particularly surface ozone (O-3), is strongly associated with declining agricultural total factor productivity (TFP) in China. We employ machine learning algorithms to generate estimates of high-resolution surface O-3 concentrations from 2002 to 2019. Results indicate that China's O-3 pollution has intensified over this 18-year period. We coupled these O-3 estimates with a statistical model to show that rising O-3 pollution during nonwinter seasons has reduced agricultural TFP by 18% over the 2002-2015 period. Agricultural TFP is projected to increase by 60% if surface O-3 concentrations were reduced to meet the WHO air quality standards. This productivity gain has the potential to counter expected productivity losses from 2 degrees C warming.
引用
收藏
页数:15
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