Li Yixue, Li Guoxing, Zeng Qiang, Liang Fengchao, Pan Xiaochuan
Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China.
Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China.
Environ Pollut. 2018 Feb;233:1068-1075. doi: 10.1016/j.envpol.2017.10.008. Epub 2017 Oct 13.
Temperature has been associated with population health, but few studies have projected the future temperature-related years of life lost attributable to climate change. To project future temperature-related disease burden in Tianjin, we selected years of life lost (YLL) as the dependent variable to explore YLL attributable to climate change. A generalized linear model (GLM) and distributed lag non-linear model were combined to assess the non-linear and delayed effects of temperature on the YLL of non-accidental mortality. Then, we calculated the YLL changes attributable to future climate scenarios in 2055 and 2090. The relationships of daily mean temperature with the YLL of non-accident mortality were basically U-shaped. Both the daily mean temperature increase on high-temperature days and its drop on low-temperature days caused an increase of YLL and non-accidental deaths. The temperature-related YLL will worsen if future climate change exceeds 2 °C. In addition, the adverse effects of extreme temperature on YLL occurred more quickly than that of the overall temperature. The impact of low temperature was greater than that of high temperature. Men were vulnerable to high temperature compared with women. This analysis highlights that the government should formulate environmental policies to reach the Paris Agreement goal.
温度与人群健康相关,但很少有研究预测未来因气候变化导致的与温度相关的生命损失年数。为了预测天津未来与温度相关的疾病负担,我们选择生命损失年数(YLL)作为因变量,以探讨气候变化导致的YLL。结合广义线性模型(GLM)和分布滞后非线性模型,评估温度对非意外死亡率的YLL的非线性和延迟效应。然后,我们计算了2055年和2090年未来气候情景导致的YLL变化。日平均温度与非意外死亡率的YLL之间的关系基本呈U形。高温日的日平均温度升高及其在低温日的下降均导致YLL和非意外死亡人数增加。如果未来气候变化超过2°C,与温度相关的YLL将恶化。此外,极端温度对YLL的不利影响比总体温度的影响出现得更快。低温的影响大于高温。与女性相比,男性更容易受到高温影响。该分析强调政府应制定环境政策以实现《巴黎协定》目标。