Using aircraft location data to estimate current economic activity

被引：7
|
作者：
Miller, Sam [1 ,2 ]
Moat, Helen Susannah [1 ,2 ]
Preis, Tobias [1 ,2 ]
机构：
[1] Univ Warwick, Warwick Business Sch, Data Sci Lab, Behav Sci, Scarman Rd, Coventry CV4 7AL, W Midlands, England
[2] Alan Turing Inst, British Lib, 96 Euston Rd, London NW1 2DB, England
来源：
SCIENTIFIC REPORTS | 2020年 / 10卷 / 01期
基金：
英国工程与自然科学研究理事会;
关键词：
D O I：
10.1038/s41598-020-63734-w
中图分类号：
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
Aviation is a key sector of the economy, contributing at least 3% to gross domestic product (GDP) in the UK and the US. Currently, airline performance statistics are published with a three month delay. However, aircraft now broadcast their location in real-time using the Automated Dependent Surveillance Broadcast system (ADS-B). In this paper, we analyse a global dataset of flights since July 2016. We first show that it is possible to accurately estimate airline flight volumes using ADS-B data, which is available immediately. Next, we demonstrate that real-time knowledge of flight volumes can be a leading indicator for aviation's direct contribution to GDP in both the UK and the US. Using ADS-B data could therefore help move us towards real-time estimates of GDP, which would equip policymakers with the information to respond to shocks more quickly.
引用
收藏
页数：7
相关论文
共 50 条
  • [21] Henry George on the location of economic activity
    Whitaker, JK
    [J]. INDUSTRY, SPACE AND COMPETITION: THE CONTRIBUTION OF ECONOMISTS OF THE PAST, 1998, : 174 - 184
  • [22] Evaluation of Activity Location Recognition Using Cellular Signaling Data
    Yang F.
    Jiang H.
    Yao Z.
    Liu H.
    [J]. Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2021, 56 (05): : 928 - 936
  • [23] LOCATION OF ECONOMIC ACTIVITY IN UNITED KINGDOM
    MCCRONE, G
    [J]. URBAN STUDIES, 1972, 9 (03) : 369 - 375
  • [24] Aircraft Location Prediction using Deep Learning
    Adesina, Damilola
    Adagunodo, Olutobi
    Dong, Xishuang
    Qian, Lijun
    [J]. MILCOM 2019 - 2019 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM), 2019,
  • [25] Using the momentum method to estimate aircraft ditching loads
    Leigh, B.R.
    [J]. Canadian Aeronautics and Space Journal, 1988, 34 (03): : 162 - 169
  • [26] Using Payment System Data to Forecast Economic Activity
    Aprigliano, Valentina
    Ardizzi, Guerino
    Monteforte, Libero
    [J]. INTERNATIONAL JOURNAL OF CENTRAL BANKING, 2019, 15 (04): : 55 - 80
  • [27] An estimate of the location of multiple delaminations on aeronautical CFRP plates using modal data inverse problem
    Guilherme Ferreira Gomes
    Fabricio Alves de Almeida
    Sebastiao Simões da Cunha
    Antonio Carlos Ancelotti
    [J]. The International Journal of Advanced Manufacturing Technology, 2018, 99 : 1155 - 1174
  • [28] RPMs Performances Enhancement - Using Matched Filter Algorithm and GLRT to Estimate Source Activity and Location
    Ghelman, M.
    Berdichevsky, V.
    Vax, E.
    Osovizky, A.
    Marcus, E.
    Ginzburg, D.
    Gonen, E.
    Mazor, T.
    Cohen, Y.
    [J]. 2013 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), 2013,
  • [29] An estimate of the location of multiple delaminations on aeronautical CFRP plates using modal data inverse problem
    Gomes, Guilherme Ferreira
    de Almeida, Fabricio Alves
    da Cunha, Sebastiao Simoes, Jr.
    Ancelotti, Antonio Carlos, Jr.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 99 (5-8): : 1155 - 1174
  • [30] RCVaR: An economic approach to estimate cyberattacks costs using data from industry reports
    Franco, Muriel F.
    Kunzler, Fabian
    von der Assen, Jan
    Feng, Chao
    Stiller, Burkhard
    [J]. COMPUTERS & SECURITY, 2024, 139
12345