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Riding Through Change: Spatiotemporal Evolving Patterns of Bike-Share Mobility Networks and Land-Use Associations Before and After the COVID-19 Outbreak

Introduction

The COVID-19 pandemic has brought about significant changes in urban mobility patterns worldwide. As cities adapt to the new normal, understanding the spatiotemporal evolving patterns of bike-share mobility networks and their associations with land-use conditions before and after the outbreak is crucial to inform urban planning and transportation policies. In this blog post, we will explore these shifts in bike-share usage and examine how they relate to land-use conditions in the context of the pandemic.

Spatiotemporal Patterns of Bike-Share Mobility Networks: Pre- and Post-COVID-19

Bike-sharing systems experienced notable changes in their spatiotemporal patterns during the COVID-19 outbreak. Some key shifts include:

  1. Changes in demand: With lockdowns, remote work, and reduced public transit services, the demand for bike-sharing fluctuated, with some cities experiencing a surge in usage due to the perceived safety of biking compared to crowded public transportation (Ricci, 2020).
  2. Shifts in usage patterns: The pandemic led to changes in the time and location of bike-sharing trips, as riders adapted to new work schedules and travel restrictions. For instance, rush-hour peaks were less pronounced, and weekend usage saw an increase in some areas (Tirachini & Cats, 2020).
  3. Expansion of bike infrastructure: Many cities implemented temporary or permanent bike lanes to accommodate the increased demand for biking during the pandemic, which may have influenced bike-sharing patterns.

Land-Use Associations and Bike-Share Mobility: The COVID-19 Effect

The evolving patterns of bike-share mobility networks during the pandemic were closely associated with changes in land-use conditions, such as:

  1. Employment centers: With the rise of remote work, demand for bike-sharing in traditional employment centers may have decreased, while residential areas experienced increased usage.
  2. Retail and recreational spaces: Lockdown measures and social distancing guidelines led to a reduction in bike-sharing trips to retail and recreational areas. However, as restrictions eased, demand in these areas may have rebounded (Tirachini & Cats, 2020).
  3. Parks and green spaces: During the pandemic, many people sought outdoor spaces for exercise and leisure, leading to increased bike-sharing usage in and around parks and green spaces.

Implications for Urban Planning and Policy

Understanding the spatiotemporal evolving patterns of bike-share mobility networks and their associations with land-use conditions during the COVID-19 outbreak can provide valuable insights for urban planning and policy. Some key considerations include:

  1. Adapting to shifting mobility patterns: As the pandemic continues to reshape urban mobility, it’s essential to monitor and respond to changes in bike-sharing demand and usage patterns to ensure that bike-sharing systems remain effective and accessible.
  2. Integrating bike-sharing with land-use planning: Recognizing the relationship between bike-share mobility networks and land-use conditions can help inform the development of mixed-use neighborhoods that support sustainable transportation options.
  3. Investing in bike infrastructure: Expanding and maintaining bike infrastructure, such as bike lanes and parking facilities, can encourage the continued use of bike-sharing systems and support a more sustainable urban mobility landscape.

Conclusion

The COVID-19 pandemic has significantly impacted bike-share mobility networks and their associations with land-use conditions. By examining these spatiotemporal evolving patterns, urban planners and policymakers can develop targeted strategies to support sustainable transportation options and foster resilient cities in the face of ongoing change.