Estimating the Impact of COVID-19 on Travel Demand in the Houston Area Using Deep Learning and Satellite Imagery

Author:

Pachika Alekhya11123,Gao Lu11123,Song Lingguang11123,Lu Pan11123,Wang Xingju11123

Affiliation:

1. Dept. of Construction Management, Univ. of Houston.

2. Dept. of Transportation, Logistics, and Finance, North Dakota State Univ. Email:

3. School of Traffic and Transportation, Shijiazhuang Tiedao Univ. Email:

Publisher

American Society of Civil Engineers

Reference15 articles.

1. Effect of Frequency of Pavement Condition Data Collection on Performance Prediction;Haider S. W.;Transportation Research Record,2010

2. Fagrhi, A., and Ozden, A. (2015). Satellite Assessment and Monitoring for Pavement Management. Center for Advanced Infrastructure and Transportation, State University of New Jersey: Piscataway, NJ, USA.

3. Economic feasibility study for pavement monitoring using synthetic aperture radar-based satellite remote sensing: Cost- benefit analysis;Li M.;Transportation Research Record,2017

4. Predicting road quality using high-resolution satellite imagery: A transfer learning approach;Brewer E.;Plos one,2021

5. Exploring the Capabilities of Optical Satellite Imagery in Evaluating Pavement Condition

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