A0297
Title: Big brothering the economy: Nowcasting and forecasting with port satellite images
Authors: Paolo Pagnottoni - University of Insubria (Italy) [presenting]
Abstract: The interplay between maritime commerce and macroeconomic aggregates such as gross domestic product (GDP) and international trade statistics is key for the understanding of global economic dynamics. A new indicator, the port saturation index, is constructed based on near-to-real-time port satellite images, which are processed with deep learning techniques to extract relevant information on the size of ongoing maritime commerce. The efficacy of the index is investigated with an empirical application to nowcast economic aggregates and forecast expansions and contractions of European GDP, import, and export. Results show that the index is able to closely track real economic activity, particularly GDP, when the figure is still far from its official release, yielding a novel tool for policymakers to support decision-making.
