Global evidence of the exposure-lag-response associations between temperature anomalies and food markets

被引:7
|
作者
Cheng, Sheng [1 ,2 ,3 ]
Li, Xinran [1 ]
Cao, Yan [1 ]
机构
[1] China Univ Geosci, Sch Econ & Management, Wuhan 430074, Peoples R China
[2] China Univ Geosci, Resources Environm Econ Res Ctr, Wuhan 430074, Peoples R China
[3] China Univ Geosci Wuhan, 388 Lumo Rd, Wuhan 430074, Peoples R China
关键词
Temperature anomalies; Global food prices; Lagged effects; Asymmetric response; CRUDE-OIL PRICES; CLIMATE-CHANGE; TIME-SERIES; IMPACTS; POLICY; RISK; POPULATION; VOLATILITY; MORTALITY; BIOFUELS;
D O I
10.1016/j.jenvman.2022.116592
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Recent years have witnessed a landmark shift in global food prices due to the frequency of extreme weather events caused by temperature anomalies as well as the overlapping risks of COVID-19. Notably, the threat posed by temperature anomalies has spread beyond agricultural production to all aspects across food supply and de-mand channels, further amplifying volatility in food markets. Exploring trends in global food prices will give nations early warning signs to ensure the stability of food market. Accordingly, we utilize the Distributed Lag Non-Linear Model (DLNM) to simultaneously establish the exposure-lag-response associations between global temperature anomalies and food price returns in two dimensions: "Anomaly Degree" and "Response Time". Meanwhile, we also examine the cumulative lagged effects of temperature anomalies in terms of different quantiles and lag times. Several conclusions have been drawn. First, global food price returns will continue to decrease when the average temperature drops or rises slightly. While it turns up once the average temperature rises more than 1.1 degrees C. Second, major food commodities are more sensitive to temperature changes, and their price returns may also trend in a directional shift at different lags, with the trend in meat price being more particular. Third, food markets are more strongly affected in the case of extreme temperature anomalies. Many uncertainties still exist regarding the impact of climate change on food markets, and our work serves as a valuable reference for international trade regulation as well as the creation of dynamic climate risk hedging strategies.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Modeling exposure-lag-response associations with distributed lag non-linear models
    Gasparrini, Antonio
    STATISTICS IN MEDICINE, 2014, 33 (05) : 881 - 899
  • [2] Exposure-lag-response associations between lung cancer mortality and radon exposure in German uranium miners
    Assenmacher, Matthias
    Kaiser, Jan Christian
    Zaballa, Ignacio
    Gasparrini, Antonio
    Kuechenhoff, Helmut
    RADIATION AND ENVIRONMENTAL BIOPHYSICS, 2019, 58 (03) : 321 - 336
  • [3] Spatial Bayesian distributed lag non-linear models (SB-DLNM) for small-area exposure-lag-response epidemiological modelling
    Quijal-Zamorano, Marcos
    Martinez-Beneito, Miguel A.
    Ballester, Joan
    Mari-Dell'Olmo, Marc
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2024, 53 (03)
  • [4] Using Distributed Lag Non-Linear Models to Estimate Exposure Lag-Response Associations between Long-Term Air Pollution Exposure and Incidence of Cardiovascular Disease
    Kriit, Hedi Katre
    Andersson, Eva M.
    Carlsen, Hanne K.
    Andersson, Niklas
    Ljungman, Petter L. S.
    Pershagen, Goeran
    Segersson, David
    Eneroth, Kristina
    Gidhagen, Lars
    Spanne, Marten
    Molnar, Peter
    Wennberg, Patrik
    Rosengren, Annika
    Rizzuto, Debora
    Leander, Karin
    Yacaman-Mendez, Diego
    Magnusson, Patrik K. E.
    Forsberg, Bertil
    Stockfelt, Leo
    Sommar, Johan N.
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (05)
  • [5] Associations between medium- and long-term exposure to air temperature and epigenetic age acceleration
    Ni, Wenli
    Nikolaou, Nikolaos
    Ward-Caviness, Cavin K.
    Breitner, Susanne
    Wolf, Kathrin
    Zhang, Siqi
    Wilson, Rory
    Waldenberger, Melanie
    Peters, Annette
    Schneider, Alexandra
    ENVIRONMENT INTERNATIONAL, 2023, 178
  • [6] The heterogeneous dependence between global crude oil and Chinese commodity futures markets: evidence from quantile regression
    Zhu, Huiming
    Duan, Rong
    Peng, Cheng
    Jia, Xianghua
    APPLIED ECONOMICS, 2019, 51 (28) : 3031 - 3048
  • [7] Associations between short-term temperature exposure and kidney-related conditions in New York State: The influence of temperature metrics across four dimensions
    Chu, Lingzhi
    Chen, Kai
    Crowley, Susan
    Dubrow, Robert
    ENVIRONMENT INTERNATIONAL, 2023, 173
  • [8] Food prices response to global and national factors: Evidence beyond asymmetry
    Derindag, Omer Faruk
    Chang, Bisharat Hussain
    Gohar, Raheel
    Wong, Wing-Keung
    Bhutto, Niaz Ahmed
    COGENT ECONOMICS & FINANCE, 2023, 11 (01):
  • [9] Co-movements between heterogeneous crude oil and food markets: Does temperature change really matter?
    Cao, Yan
    Cheng, Sheng
    Li, Xinran
    RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2024, 67
  • [10] Associations between exposure to adverse childhood experiences and biological aging: Evidence from the Canadian Longitudinal Study on Aging
    Mian, Oxana
    Belsky, Daniel W.
    Cohen, Alan A.
    Anderson, Laura N.
    Gonzalez, Andrea
    Ma, Jinhui
    Sloboda, Deborah M.
    Bowdish, Dawn Me
    Verschoor, Chris P.
    PSYCHONEUROENDOCRINOLOGY, 2022, 142