Collecting, analyzing, and visualizing location-based social media data: review of methods in GIS-social media analysis

MK McKitrick, N Schuurman, VA Crooks - GeoJournal, 2023 - Springer
With billions of active users, social media platforms now generate spatial data on a massive
scale, which presents researchers with opportunities to use this data in new and innovative …

A survey of technologies and recent developments for sustainable smart cycling

F Oliveira, D Nery, DG Costa, I Silva, L Lima - Sustainability, 2021 - mdpi.com
Among the problems resulted from the continuous urbanization process, inefficient urban
mobility and high pollution levels have been complex challenges that have demanded a lot …

[HTML][HTML] Biking where Black: Connecting transportation planning and infrastructure to disproportionate policing

JM Barajas - Transportation research part D: transport and …, 2021 - Elsevier
This study asks whether deficiencies in transportation are associated with disproportionate
policing in Chicago using the case of cycling. I examine how the number of bicycle citations …

[HTML][HTML] Bias and precision of crowdsourced recreational activity data from Strava

ZS Venter, V Gundersen, SL Scott, DN Barton - Landscape and Urban …, 2023 - Elsevier
Recreational activity is the single most valuable ecosystem service in many developed
countries with a range of benefits for public health. Crowdsourced recreational activity data …

[HTML][HTML] A joint bicycle route choice model for various cycling frequencies and trip distances based on a large crowdsourced GPS dataset

M Łukawska, M Paulsen, TK Rasmussen… - … research part A: policy …, 2023 - Elsevier
One of the aspects that policymakers should consider when promoting cycling is the route
choice behaviour of current cyclists. This study develops a behaviourally realistic route …

[HTML][HTML] Where to improve cycling infrastructure? Assessing bicycle suitability and bikeability with open data in the city of Paris

L Wysling, RS Purves - Transportation research interdisciplinary …, 2022 - Elsevier
This study proposes a method that can help in identifying potential locations for
improvements of cycling infrastructures. It addresses the need for simple and effective …

[HTML][HTML] Riding through the pandemic: Using Strava data to monitor the impacts of COVID-19 on spatial patterns of bicycling

J Fischer, T Nelson, M Winters - Transportation research interdisciplinary …, 2022 - Elsevier
COVID-19 prompted a bike boom and cities around the world responded to increased
demand for space to ride with street reallocations. Evaluating these interventions has been …

[HTML][HTML] Healthy urban blue space design: Exploring the associations of blue space quality with recreational running and cycling using crowdsourced data

H Zhang, S Nijhuis, C Newton, Y Tao - Sustainable Cities and Society, 2024 - Elsevier
Urban blue space offers substantial health benefits by encouraging population physical
activity. Despite much evidence on the nature-health nexus, the relationship between blue …

Who were these bike lanes built for? Social-spatial inequities in Vancouver's bikeways, 2001–2016

CL Firth, K Hosford, M Winters - Journal of transport geography, 2021 - Elsevier
Over the past 15 years, Vancouver, British Columbia, has made substantial investments to
their bikeway network, adding over 150 km of protected bike lanes, painted bike lanes, and …

Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data

Z Tian, W Yang, T Zhang, T Ai, Y Wang - Computers, Environment and …, 2022 - Elsevier
Characterizing activity pattern such as behavior preferences or habits is crucial in many
fields. However, existing studies mainly focus on the spatial-temporal dimensions of raw …