俯瞰视角:卫星数据在经济学中的应用

The View from Above: Applications of Satellite Data in Economics

Journal of Economic Perspectives · 2016
被引 648 · 同刊同年前 6%
人大 A-ABS 4

中文导读

介绍经济学家如何利用公开的卫星图像数据,通过云处理和算法提取社会科学信息,并回顾已有应用和展望未来方向。

Abstract

The past decade or so has seen a dramatic change in the way that economists can learn by watching our planet from above. A revolution has taken place in remote sensing and allied fields such as computer science, engineering, and geography. Petabytes of satellite imagery have become publicly accessible at increasing resolution, many algorithms for extracting meaningful social science information from these images are now routine, and modern cloud-based processing power allows these algorithms to be run at global scale. This paper seeks to introduce economists to the science of remotely sensed data, and to give a flavor of how this new source of data has been used by economists so far and what might be done in the future.

卫星数据遥感经济学应用图像算法