电力消耗和温度:来自卫星数据的证据

Jiaxiong Yao
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引用次数: 4

摘要

过去关于用电量和温度之间关系的研究主要集中在个别国家。由于数据的限制,许多地区的研究不足。本文在全球尺度上研究二者之间的关系,利用栅格级夜间光照和温度数据克服了数据约束。夜光主要由电力产生,并由卫星记录,与电力消耗有很强的线性关系,并与其广泛和密集的边际相关。利用夜间照明作为电网用电量的代表,我们发现:(1)用电量与温度呈u型关系;(2)全球最低用电量临界点在14.6℃左右,城市和工业地区的最低用电量临界点更高;(3)温度对用电量的影响是持久的。撒哈拉以南非洲国家虽然已经面临着巨大的电力短缺,但它们特别容易受到气候变化的影响:据估计,气温每升高1摄氏度,其电力需求将平均增加6.7%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Electricity Consumption and Temperature: Evidence from Satellite Data
Past studies on the relationship between electricity consumption and temperature have primarily focused on individual countries. Many regions are understudied as a result of data constraint. This paper studies the relationship on a global scale, overcoming the data constraint by using grid-level night light and temperature data. Mostly generated by electricity and recorded by satellites, night light has a strong linear relationship with electricity consumption and is correlated with both its extensive and intensive margins. Using night light as a proxy for electricity consumption at the grid level, we find: (1) there is a U-shaped relationship between electricity consumption and temperature; (2) the critical point of temperature for minimum electricity consumption is around 14.6°C for the world and it is higher in urban and more industrial areas; and (3) the impact of temperature on electricity consumption is persistent. Sub-Saharan African countries, while facing a large electricity deficit already, are particularly vulnerable to climate change: a 1°C increase in temperature is estimated to increase their electricity demand by 6.7% on average.
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